{"id":"W4411672339","doi":"10.1097/01.tp.0001123760.74797.09","title":"3. Chronic Kidney Disease after Vascularized Composite Allotransplantation","year":2025,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ and Tissue Transplantation Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Kidney disease; Allotransplantation; Kidney; Surgery; Transplantation; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000594602,0.0001595038,0.000256823,0.0004882865,0.00048957,0.0007176464,0.0002467064,0.0002671041,0.004389191],"category_scores_gemma":[0.001196272,0.0000489127,0.0003839574,0.0007858434,0.0002195804,0.000257847,0.000470339,0.0005250741,0.0003460297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003531649,"about_ca_system_score_gemma":0.0006290526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001617665,"about_ca_topic_score_gemma":0.001699584,"domain_scores_codex":[0.9996169,0.00006209099,0.00003622655,0.00007546042,0.0001011223,0.000108149],"domain_scores_gemma":[0.9986669,0.0001469241,0.0007668923,0.00005697931,0.0001303286,0.0002319051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001163331,0.0000347392,0.9928733,0.00003396416,0.000031682,0.0004404208,0.00004244107,0.00006626284,0.0001975219,0.00007630008,0.0002412315,0.005845746],"study_design_scores_gemma":[0.00000702514,0.0001364786,0.9938612,0.00003116048,0.00003366598,0.004409455,0.00007839955,0.0001677296,0.000219404,0.0001291124,0.0009225038,0.000003941852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920987,0.001603842,0.0003521802,0.0001484893,0.00002530209,0.00002703252,0.0008862047,0.00001703491,0.004841239],"genre_scores_gemma":[0.998478,0.0002459017,0.0001316816,0.00005886958,0.00003782035,0.00001094141,0.0005600326,0.000003076009,0.0004737568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004389191,"threshold_uncertainty_score":0.01468331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00937583337026826,"score_gpt":0.2924026028879742,"score_spread":0.2830267695177059,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}